Few-Shot Speech Deepfake Detection Adaptation with Gaussian Processes
Fuente:
arXiv
Saved in:
| Main Authors: | Glazer, Neta, Chernin, David, Achituve, Idan, Gannot, Sharon, Fetaya, Ethan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
SSNAPS: Audio-Visual Separation of Speech and Background Noise with Diffusion Inverse Sampling
by: Yemini, Yochai, et al.
Published: (2026)
by: Yemini, Yochai, et al.
Published: (2026)
Drax: Speech Recognition with Discrete Flow Matching
by: Navon, Aviv, et al.
Published: (2025)
by: Navon, Aviv, et al.
Published: (2025)
Unsupervised Acoustic Scene Mapping Based on Acoustic Features and Dimensionality Reduction
by: Cohen, Idan, et al.
Published: (2023)
by: Cohen, Idan, et al.
Published: (2023)
LipVoicer: Generating Speech from Silent Videos Guided by Lip Reading
by: Yemini, Yochai, et al.
Published: (2023)
by: Yemini, Yochai, et al.
Published: (2023)
Keyword-Guided Adaptation of Automatic Speech Recognition
by: Shamsian, Aviv, et al.
Published: (2024)
by: Shamsian, Aviv, et al.
Published: (2024)
Diffusion-Based Unsupervised Audio-Visual Speech Separation in Noisy Environments with Noise Prior
by: Yemini, Yochai, et al.
Published: (2025)
by: Yemini, Yochai, et al.
Published: (2025)
Multi-Microphone and Multi-Modal Emotion Recognition in Reverberant Environment
by: Cohen, Ohad, et al.
Published: (2024)
by: Cohen, Ohad, et al.
Published: (2024)
Transient Noise Removal via Diffusion-based Speech Inpainting
by: Moradi, Mordehay, et al.
Published: (2025)
by: Moradi, Mordehay, et al.
Published: (2025)
RevRIR: Joint Reverberant Speech and Room Impulse Response Embedding using Contrastive Learning with Application to Room Shape Classification
by: Bitterman, Jacob, et al.
Published: (2024)
by: Bitterman, Jacob, et al.
Published: (2024)
Beyond Transcription: Mechanistic Interpretability in ASR
by: Glazer, Neta, et al.
Published: (2025)
by: Glazer, Neta, et al.
Published: (2025)
UmbraTTS: Adapting Text-to-Speech to Environmental Contexts with Flow Matching
by: Glazer, Neta, et al.
Published: (2025)
by: Glazer, Neta, et al.
Published: (2025)
FlowTSE: Target Speaker Extraction with Flow Matching
by: Navon, Aviv, et al.
Published: (2025)
by: Navon, Aviv, et al.
Published: (2025)
Exploring WavLM Back-ends for Speech Spoofing and Deepfake Detection
by: Stourbe, Theophile, et al.
Published: (2024)
by: Stourbe, Theophile, et al.
Published: (2024)
Binaural Target Speaker Extraction using Individualized HRTF
by: Ellinson, Yoav, et al.
Published: (2025)
by: Ellinson, Yoav, et al.
Published: (2025)
HRTF-guided Binaural Target Speaker Extraction with Real-World Validation
by: Ellinson, Yoav, et al.
Published: (2026)
by: Ellinson, Yoav, et al.
Published: (2026)
Single-Microphone Speaker Separation and Voice Activity Detection in Noisy and Reverberant Environments
by: Opochinsky, Renana, et al.
Published: (2024)
by: Opochinsky, Renana, et al.
Published: (2024)
GDiffuSE: Diffusion-based speech enhancement with noise model guidance
by: Yanir, Efrayim, et al.
Published: (2025)
by: Yanir, Efrayim, et al.
Published: (2025)
Does Audio Deepfake Detection Generalize?
by: Müller, Nicolas M., et al.
Published: (2022)
by: Müller, Nicolas M., et al.
Published: (2022)
Pre-Finetuning for Few-Shot Emotional Speech Recognition
by: Chen, Maximillian, et al.
Published: (2023)
by: Chen, Maximillian, et al.
Published: (2023)
Targeted Augmented Data for Audio Deepfake Detection
by: Astrid, Marcella, et al.
Published: (2024)
by: Astrid, Marcella, et al.
Published: (2024)
Self-Supervised Learning for Few-Shot Bird Sound Classification
by: Moummad, Ilyass, et al.
Published: (2023)
by: Moummad, Ilyass, et al.
Published: (2023)
Zero-Shot Mono-to-Binaural Speech Synthesis
by: Levkovitch, Alon, et al.
Published: (2024)
by: Levkovitch, Alon, et al.
Published: (2024)
On the Transferability of Large-Scale Self-Supervision to Few-Shot Audio Classification
by: Heggan, Calum, et al.
Published: (2024)
by: Heggan, Calum, et al.
Published: (2024)
Test-Time Adaptation for Speech Emotion Recognition
by: Dong, Jiaheng, et al.
Published: (2026)
by: Dong, Jiaheng, et al.
Published: (2026)
Mixture of Low-Rank Adapter Experts in Generalizable Audio Deepfake Detection
by: Laakkonen, Janne, et al.
Published: (2025)
by: Laakkonen, Janne, et al.
Published: (2025)
Multimodal Zero-Shot Framework for Deepfake Hate Speech Detection in Low-Resource Languages
by: Ranjan, Rishabh, et al.
Published: (2025)
by: Ranjan, Rishabh, et al.
Published: (2025)
Spectral or spatial? Leveraging both for speaker extraction in challenging data conditions
by: Eisenberg, Aviad, et al.
Published: (2025)
by: Eisenberg, Aviad, et al.
Published: (2025)
LC-Protonets: Multi-Label Few-Shot Learning for World Music Audio Tagging
by: Papaioannou, Charilaos, et al.
Published: (2024)
by: Papaioannou, Charilaos, et al.
Published: (2024)
Toward Robust Real-World Audio Deepfake Detection: Closing the Explainability Gap
by: Channing, Georgia, et al.
Published: (2024)
by: Channing, Georgia, et al.
Published: (2024)
Parameter Efficient Finetuning for Speech Emotion Recognition and Domain Adaptation
by: Lashkarashvili, Nineli, et al.
Published: (2024)
by: Lashkarashvili, Nineli, et al.
Published: (2024)
EnvId: A Metric Learning Approach for Forensic Few-Shot Identification of Unseen Environments
by: Moussa, Denise, et al.
Published: (2024)
by: Moussa, Denise, et al.
Published: (2024)
Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities
by: Kong, Zhifeng, et al.
Published: (2024)
by: Kong, Zhifeng, et al.
Published: (2024)
Phoneme-Level Deepfake Detection Across Emotional Conditions Using Self-Supervised Embeddings
by: Nallaguntla, Vamshi, et al.
Published: (2026)
by: Nallaguntla, Vamshi, et al.
Published: (2026)
Impact of Speech Mode in Automatic Pathological Speech Detection
by: Sheikh, Shakeel A., et al.
Published: (2024)
by: Sheikh, Shakeel A., et al.
Published: (2024)
Unmasking Deepfakes: Leveraging Augmentations and Features Variability for Deepfake Speech Detection
by: Rimon, Inbal, et al.
Published: (2025)
by: Rimon, Inbal, et al.
Published: (2025)
SingIt! Singer Voice Transformation
by: Eliav, Amit, et al.
Published: (2024)
by: Eliav, Amit, et al.
Published: (2024)
E-BATS: Efficient Backpropagation-Free Test-Time Adaptation for Speech Foundation Models
by: Dong, Jiaheng, et al.
Published: (2025)
by: Dong, Jiaheng, et al.
Published: (2025)
Improving Speaker-independent Speech Emotion Recognition Using Dynamic Joint Distribution Adaptation
by: Lu, Cheng, et al.
Published: (2024)
by: Lu, Cheng, et al.
Published: (2024)
Regularized Contrastive Pre-training for Few-shot Bioacoustic Sound Detection
by: Moummad, Ilyass, et al.
Published: (2023)
by: Moummad, Ilyass, et al.
Published: (2023)
Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing
by: Fu, Yonggan, et al.
Published: (2022)
by: Fu, Yonggan, et al.
Published: (2022)
Similar Items
-
SSNAPS: Audio-Visual Separation of Speech and Background Noise with Diffusion Inverse Sampling
by: Yemini, Yochai, et al.
Published: (2026) -
Drax: Speech Recognition with Discrete Flow Matching
by: Navon, Aviv, et al.
Published: (2025) -
Unsupervised Acoustic Scene Mapping Based on Acoustic Features and Dimensionality Reduction
by: Cohen, Idan, et al.
Published: (2023) -
LipVoicer: Generating Speech from Silent Videos Guided by Lip Reading
by: Yemini, Yochai, et al.
Published: (2023) -
Keyword-Guided Adaptation of Automatic Speech Recognition
by: Shamsian, Aviv, et al.
Published: (2024)